OOIR: Observatory of International Research

Papers

(The TQCC of International Journal of Sensor Networks is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-12-01 to 2025-12-01.)

Article	Citations
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	23
An Improved Sparrow Search Algorithm and Its Application in Wireless Sensor Node Coverage Problem	18
Simultaneously transmitting and reflecting reconfigurable intelligent surfaces with RF energy harvesting	17
Sleep behaviour monitoring based on the probability density model	14
Reinforcement learning approach for quality of coverage-driven mobile charger optimal scheduling in wireless rechargeable sensor networks	10
UWB time of flight-based indoor IoT localisation solution with deep learning optimised by meta-heuristics	9
Grouping visual enhancements for Picviz logging visualisation	9
Aero-Engine Blade Detection and Tracking Using Networked Borescopes	8
A novel indoor positioning algorithm based on UWB	8
The Fuzzy-IAVOA Energy-Aware Routing Algorithm for SDN-based IoT Networks	7
A dynamic context-based routing protocol for effective packet forwarding in opportunistic network	7
On Increasing Device Energy Efficiency in LoRaWAN Networks via a Learning-Automata-Based Approach	7
DynO-IoT: a dynamic ontology for provisioning semantic interoperability in internet of things	6
Spatial properties verification approach of wireless sensor networks using model checking	6
A Dynamic Sensing-Based, Adaptive Energy-Efficient Transmission Scheme for Wireless Sensor Networks in Perishable Goods Monitoring	6
Advanced air quality prediction modelling using intelligent optimisation algorithm in urban regions	6
Orientation and Trajectory-Specific Movement Assistance for Quadcopter Control using Machine Vision Input	6
Machine learning-based fault detection scheme for IoT-enabled WSNs	6
Research and implementation on a Trojan detection approach based on sensor path delay for golden-free chips	5
IoT-based indoor access control and monitoring: a case study from the containment measures of the COVID-19 pandemic	5
Hidden Game Theory Based Trust Strategic Approach for Trustworthy Communication in the Internet of Things	5
An improved sparrow search algorithm and its application in wireless sensor node coverage problem	5
PPSSDHE: Privacy Preservation in Smartphone Sensors Data using ElGamal Homomorphic Encryption	5
Trustworthy collaborative trajectory scheme for continuous LBS	5
An Edge Computing Offloading Strategy based on Multi-Dimensional Attributes and Distributed Deep Learning	4

Fault Diagnosis Model for Railway Signaling Equipment Using Deep Learning Techniques	4
Preserving privacy in Mobile Crowdsensing	4
Dependent task offloading based on proactive replication	4
Empowering IoT Security: An Innovative Handover-Driven Node Selection Approach to Tackle Conscious Mobile Eavesdropping	4
Advanced Air Quality Prediction Modelling using Intelligent Optimisation Algorithm in Urban Regions	4
Leak detection and localisation on a gas pipeline using the gradient of squared pressure	4
Designing and testing of Low-Power Air Quality Monitoring Sensor Node using LoRa Technology	4
A feature-driven approach for ADAS using real-time smartphone inertial sensor data	4
Node WSN localisation based on adaptive crossover-mutation differential evolution	4
Enhancing Intrusion Detection Through Anomaly Detection and Integrated Deep Learning with TabTransformer	4
Cybersecurity, throughput and delay analysis using multiple reconfigurable intelligent surfaces	4
Blockchain in Vehicular Ad hoc Networks: Applications, Challenges and Solutions	4
IoT trust aggregation using hybrid outlier detection and consensus	4
Message-ferrying delay-tolerant routing in linear wireless sensor networks	3
Channel estimation in OFDM systems based on the Mamdani fuzzy genetic algorithm	3
Aero-engine blade detection and tracking using networked borescopes	3
Early detection of a fall using Wi-Fi and deep learning	3
Temperature and Humidity Monitoring and Communication System for Coal Mine Working based on LoRa	3
Improving fault diagnosis in elevator systems with GAN-based synthetic data	3
IoT networks for monitoring and detection of leakage in pipelines	3
Performance Analysis of Various Machine Learning Models for Membership Inference Attack	3
Human activity detection from inertial data using RNN and LSTM network	3
Automatic detection of rectal cancer lesion images based on the improved MR-U-Net deep learning network	3
Wireless sensor system for chemical and biological parameters monitoring and classification	3
Spacetime graph convolution driven sensing edge node collaboration for photovoltaic fault diagnosis	3
Development and Evaluation of a Low-Cost Data Acquisition System using Heterogeneous Sensors	3
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	3
Task offloading and resource allocation for intersection scenarios in vehicular edge computing	2
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	2
A Novel Federated Learning Approach for Routing Optimisation in Opportunistic IoT Networks	2
Advanced GNSS Positioning for Low-Cost Android Smartphones using RTS Assisted Extended Kalman Filter	2
Preserving privacy in mobile crowdsensing	2
Residual Spatial-Temporal Graph Convolutional Neural Network for On-Street Parking Availability Prediction	2
RCAU-Net: convolutional networks with residual channel attention for non-uniformity correction	2
An IoT-based scalable river level monitoring platform	2
A Transformative Deep Learning Framework for Traffic Modelling using sensors-based multiresolution traffic data.	2
A dynamic interactive system for intelligent lighting art installations based on multimodal sensing	2
Design and Analysis of a Robust Security Layer for Software Defined Network Framework	2
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	2
Human activity detection from inertial data using RNN and LSTM network	2
6G-enhanced context-aware systems in adaptive ubiquitous learning environments for music education via edge intelligence	2
Wireless Sensor Deployment Optimization Based on Cost, Coverage, Connectivity, and Load Balancing	2
A lightweight security scheme to defend against quantum attack in IoT-based energy internet	2
Cloud-Enabled Internet of Things for Environmental Data Collection: Prototype and Evaluation	2
Fault diagnostics on railway switches and crossings using a bat-optimized sequence-to-sequence neural model	2
Improved fault tolerant SPRT detection method for node replication attacks in wireless sensor networks	2
AROS: Human Action Recognition by Spatio-Temporal Fusion Mechanism Based on Optimized Subcarriers	2
MultiNeigh-GNN: a Multi-Order Neighbouring Data Fusion Graph Neural Network for IoT Intrusion Detection	2
Security analysis and improvement of key exchange protocol in LoRaWAN network	2
Hybrid CNN-LSTM Model Combined with Feature Selection and SMOTE for Detection of Network Attacks	2

Enhancing VoIP quality in mobile networks through optimised MOS prediction and base station clustering with SDN	2
Performance of cognitive radio networks using reconfigurable intelligent surfaces with RF energy harvesting for Nakagami channels	2
A Rotatable Battery Recognition Method Based on Improved YOLOv5	2
A self-organising organisational paradigm for using multi-agent systems in traffic control application of VANETs	2
IoT emergency healthcare system using ML-based triage	2
Analysis of GNSS data quality based on Anubis and RTKLIB and single-point positioning accuracy in different environments for Android smartphones	2
Security Demonstration for the Quantum Noise-based Physical Layer Using Variable Keys	2
ESFM-Net: low-dose CT artefact suppression method based on edge-guided spatial-frequency mutual network	2
Service composition optimisation of virtual resource allocation management in the cloud environment based on green scheduling	2
RDBL-Net: detection of foreign objects on transmission lines based on positional encoding multiscale feature fusion	2
Blind reconfigurable intelligent surfaces for dynamic offloading in fixed-NOMA mobile edge networks	2
Machine Oil Leakage Detection Based on An Improved YOLOv4-tiny Neural Network	2
Hole detection in wireless sensor network with force-directed algorithm and contour tracing	2
An empirical study of fault diagnosis methods of a dissolved oxygen sensor based on ResNet-50	1
Named entity recognition for function point descriptions in software cost estimation processes	1
CNN-based hybrid deep learning framework for human activity classification	1
MTS-GAT: Multivariate Time Series Anomaly Detection Based on Graph Attention Networks	1
Dependent task offloading based on proactive replication	1
Novel context-aware methodology for risk assessment in intelligent video-surveillance systems	1
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks	1
Design and analysis of a robust security layer for software defined network framework	1
A collaborative charge scheduling scheme for electric vehicles (EV) based on charging time and resource cost-awareness	1
Cybersecurity, Throughput and Delay Analysis using Multiple Reconfigurable Intelligent Surfaces	1
Efficient data acquisition with wireless powered sensor networks for smart healthcare in hospitals	1
Cloud-enabled internet of things for environmental data collection: prototype and evaluation	1
One Health-inspired early implementation of airborne disease spread mitigation protocols aided by IoT-based biosensor network	1
D2D resource allocation algorithm based on joint interference control in 5G heterogeneous networks	1
A novel drone recovery system in IoT environment	1
The flaws of Internet of Things (IoT) intrusion detection and prevention schemes	1
Buffer Management Approach for Efficient 6TiSCH Network Formation	1
DDQN-based data laboratory energy consumption control model	1
Fault diagnosis model for railway signalling equipment using deep learning techniques	1
A bi-level mathematical model to protect gateways in underwater wireless sensor networks	1
LSB-DSN: Sensor-Assisted Deep Learning for Robust English Speech Recognition	1
Time series representation for information gathering via low resolution wireless sensor networks	1
An Economic Cost-Saving Strategy Based on a Hybrid 4G-5G Offload Architecture in Vehicular Edge Computing	1
Service composition optimization of virtual resource allocation management in the cloud environment based on green scheduling	1
Blockchain in vehicular ad hoc networks: applications, challenges and solutions	1
A Dynamic Interactive System for Intelligent Lighting Art Installations based on Multimodal Sensing	1
Virtual resource mapping in wireless sensor networks based on the maximum independent link set	1
A path optimisation method based on dynamic clustering strategy and non-dominated sorting genetic algorithm II in wireless sensor networks	1
Grouping Visual Enhancements for Picviz Logging Visualization	1
Research on UWB-based cooperative relay positioning mechanism for firefighters	1
Vehicle lane change trajectory learning and prediction model considering vehicle interactions and driving styles in highway scene	1
FSFDS: enhancing flight sensor fault diagnosis via diffusion and self-attention networks	1
A Dynamic Routing Algorithm for VANET with Graph Neural Networks and Deep Reinforcement Learning	1
Simultaneously Transmitting and Reflecting Reconfigurable Intelligent Surfaces with Energy Harvesting from a Water Flow	1
Adaptive Offloading in Multi-Access Edge Networks via Hierarchical Federated Learning and Real-time System Adaptation	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Privacy preservation and security challenges: a new frontier multimodal machine learning research	1
ADLoc: an angle-delay fingerprint localisation method for MIMO-OFDM systems	1
Analysis and handling of biased data provided by wireless sensor networks with lack of energy	1
A Rate Adaption Algorithm for Backscatter Networks in Mobile Scenes	1
Self-localisation of IoT devices with imperfect measurements via approximate maximum-likelihood estimation	1
AGV Semantic Attack Detection Based on Extended Stochastic Petri Net	1
Time Series Representation for Information Gathering via Low Resolution Wireless Sensor Networks	1
Energy-Efficient Data Reduction and Reconstruction Schemes to Enhance Network Lifetime in Wireless Sensor Networks	1
Accurate close contact identification: a solution based on P-RAN, fog computing and blockchain	1
A novel offloading algorithm for cost-sensitive tasks in VEC networks using deep reinforcement learning	1
Energy-efficient output feedback control mechanism based on an event-driven discrete time-invariant system in wireless sensor networks	1
Deep learning-based power quality disturbance detection and classification in smart grid	1
IoT Trust Aggregation using Hybrid Outlier Detection and Consensus	1
Delay Optimisation using Intelligent Omni-Surfaces (IOS)	1
UAV-assisted Connectivity Recovery for Intermittent-connectivity Mobile Ad Hoc Networks	1
Fault diagnosis and prediction with industrial internet of things on bearing and gear assembly	1
Random binary sequences generation using heartbeats for cryptographic keys in WBSNs	1
Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles	1
Artificial Intelligence Enabled 5G-NR Optimization	1
Novel Context-aware Methodology for Risk Assessment in Intelligent Video-Surveillance Systems	1
Detection enhancement for RFID systems	1
A rate adaption algorithm for backscatter networks in mobile scenes	1
Improved bees algorithm for the deployment of homogeneous and heterogeneous wireless sensor networks	1